Aparna V Ammanath - Data Manager

Q: Where is Aparna based?

Aparna is based in Hanau, Germany .

Q: What languages does Aparna speak?

Aparna speaks the following languages: German (Advanced), English (Advanced) .

Q: How many years of experience does Aparna have?

Aparna has at least 8 years of experience. During this time, Aparna has worked in at least 5 different roles and for 5 different companies . The average length of individual experience is 2 years and 7 months . Note that Aparna may not have shared all experience and actually has more experience.

Q: What is Aparna's latest experience?

Aparna's most recent position is Data Manager at University of Cologne .

Q: What companies has Aparna worked for in recent years?

In recent years, Aparna has worked for University of Cologne , Goethe University , Govt. Medical College , and Tübingen University .

Q: Which industries is Aparna most experienced in?

Aparna is most experienced in industries like Education , Biotechnology , and Healthcare . Aparna also has some experience in Pharmaceutical .

Q: Which business areas is Aparna most experienced in?

Aparna is most experienced in business areas like Research and Development (R&D) , Project Management , and Information Technology (IT) . Aparna also has some experience in Quality Assurance (QA) .

Q: Which industries has Aparna worked in recently?

Aparna has recently worked in industries like Education , Biotechnology , and Healthcare .

Q: Which business areas has Aparna worked in recently?

Aparna has recently worked in business areas like Research and Development (R&D) , Project Management , and Information Technology (IT) .

Recommended expert

Hanau, Germany

Experience

Jul 2025 - Present

8 months

Cologne, Germany

Data Manager

University of Cologne

Engineered and automated a data pipeline using GitLab CI/CD for data ingestion, validation, and loading into a central database.
Developed Python scripts for data validation and transformation, ensuring data quality and compliance with metadata standards.
Managed the entire data lifecycle from file-based repositories to a structured SQL Server database.
Worked in an interdisciplinary team to establish a central database for-omics data and ensure reproducibility of computational analyses.

May 2023 - Dec 2024

1 year 8 months

Frankfurt, Germany

Scientific Staff (Post Doc)

Goethe University

Applied Python and Excel for data analysis and visualization to derive insights that informed clinical decision-making processes.
Managed end-to-end project execution, including proteomic and interactome analysis, and optimized workflows.
Structured and maintained critical trial documents, contributing to successful audits with zero critical findings.
Designed and implemented training programs for new team members, enhancing lab efficiency and analytical capabilities.

Jan 2022 - Apr 2023

1 year 4 months

India

Clinical Data Management

Govt. Medical College

Developed and implemented data management systems using REDCap and PowerBI, resulting in a 20% reduction in data discrepancies in clinical trials.
Coordinated Institutional Review Board (IRB) submissions and ensured audit readiness.
Collaborated with clinicians to resolve issues promptly, ensuring smooth study execution.

Feb 2019 - Apr 2023

4 years 3 months

Tübingen, Germany

Scientific Staff (PhD Student)

Tübingen University

Maintained and developed databases for complex biological datasets, ensuring data integrity, accessibility, and compliance with best practices.
Analysed biological data using tools like BLAST and MaxQuant, leading to significant insights and contributing to 5+ publications.
Managed multiple research projects, coordinating data analysis, timelines, and resources, while effectively presenting research findings to diverse audiences.

Jul 2017 - Dec 2018

1 year 6 months

India

Junior Research Fellow

Amrita University

Contributed to the development and optimization of drug delivery systems, generating experimental data and analysing results to inform research direction.
Collaborated with cross-functional teams in the design and execution of research protocols, ensuring adherence to regulatory standards (e.g., ISO 13485:2016) and maintaining accurate research records.
Managed research documentation, budgeting, and resource allocation, contributing to efficient workflows and ensuring adherence to research standards and data management principles.

Industries Experience

See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.

Experienced in Education (6.5 years), Biotechnology (6 years), Healthcare (3 years), and Pharmaceutical (1.5 years).

Education

Biotechnology

Healthcare

Pharmaceutical

Business Areas Experience

The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.

Experienced in Research and Development (8 years), Project Management (7.5 years), Information Technology (5 years), and Quality Assurance (3 years).

Research and Development

Project Management

Information Technology

Quality Assurance

Skills

Programming & Data Analysis: Python (Pandas, Numpy, Scipy, Matplotlib), Sql (Sql Server, Mysql, Postgresql)
Data Engineering & Automation: Gitlab Ci/cd For Automated Data Pipelines, Data Ingestion, Validation, And Transactional Loading
Data Visualization & Bi: Tableau, Microsoft Power Bi, Looker Studio
Database & Cloud Technologies: Microsoft Azure (Databricks, Data Lake, Data Warehouse), Bigquery
Clinical Data Management: Redcap
Excel & Reporting: Vlookup, Conditional Formatting, Pivot Tables

Languages

German

Advanced

English

Advanced

Education

Feb 2019 - Dec 2022

Tübingen University

Dr.rer.nat (Doctor of Science) · Microbiology · Tübingen, Germany · 1.0 Magna cum laude

Certifications & licenses

Google Advanced Data Analytics Professional

Google Business Intelligence Professional

Profile

Created

November 2025

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Frequently asked questions

Do you have questions? Here you can find further information.

Where is Aparna based?

Aparna is based in Hanau, Germany.

What languages does Aparna speak?

Aparna speaks the following languages: German (Advanced), English (Advanced).

How many years of experience does Aparna have?

Aparna has at least 8 years of experience. During this time, Aparna has worked in at least 5 different roles and for 5 different companies. The average length of individual experience is 2 years and 7 months. Note that Aparna may not have shared all experience and actually has more experience.

What roles would Aparna be best suited for?

Based on recent experience, Aparna would be well-suited for roles such as: Data Manager, Scientific Staff (Post Doc), Clinical Data Management.

What is Aparna's latest experience?

Aparna's most recent position is Data Manager at University of Cologne.

What companies has Aparna worked for in recent years?

In recent years, Aparna has worked for University of Cologne, Goethe University, Govt. Medical College, and Tübingen University.

Which industries is Aparna most experienced in?

Aparna is most experienced in industries like Education, Biotechnology, and Healthcare. Aparna also has some experience in Pharmaceutical.

Which business areas is Aparna most experienced in?

Aparna is most experienced in business areas like Research and Development (R&D), Project Management, and Information Technology (IT). Aparna also has some experience in Quality Assurance (QA).

Which industries has Aparna worked in recently?

Aparna has recently worked in industries like Education, Biotechnology, and Healthcare.

Which business areas has Aparna worked in recently?

Aparna has recently worked in business areas like Research and Development (R&D), Project Management, and Information Technology (IT).

What is Aparna's education?

Aparna holds a Doctorate in Microbiology from Tübingen University.

Does Aparna have any certificates?

Aparna has 2 certificates. These include: Google Advanced Data Analytics Professional and Google Business Intelligence Professional.

What is the availability of Aparna?

Aparna is immediately available full-time for suitable projects.

What is the rate of Aparna?

Aparna's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.